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IDEAS Digital Twin Notebooks

The Flood_Demo.ipynb notebook highlights some of the analytics and visualization capabilities of IDEAS with four use cases:

  • Pakistan flooding occurring from June through September, 2022
  • Hurricane Ian as it makes landfall over Florida in September, 2022
  • France storm in January 2022
  • LIS model data over the Mississippi river basin

The AirQuality_demo.ipynb notebook highlights some of the analytics and visualization capabilities of AQACF with six use cases:

  • 2021 Alisal Wildfire
  • 2021 California Wildfires
  • 2018 Carr Wildfire
  • Los Angeles ports backlog Fall 2021
  • Fireworks during 4th of July 2022 in Los Angeles county
  • Air Pollution in the Yellow Sea
  • 2022 Fire Season in Southeast Asia

Requirements

  • conda >= 22.9.0

  • OS: Mac (more OS options to come)

Running the notebook

To run the Flood_Demo.ipynb or AirQuality_demo.ipynb notebook, run the following commands that create a conda environment called ideas_notebook using the environment.yml file to include all required dependencies, and install the environment as a kernelspec:

conda env create -f environment.yml
conda activate ideas_notebook
pip install notebook
pip install ipykernel
python -m ipykernel install --user --name=ideas_notebook
jupyter notebook

From the localhost page that opens, you can run the ideas notebook. Make sure you change the kernel by selecting the option at the top Kernel -> Change kernel -> ideas_notebook (see here for more information).

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  • Jupyter Notebook 100.0%